3 papers
cs.AI2026
From "Thinking" to "Justifying": Aligning High-Stakes Explainability with Professional Communication Standards
Chen Qian, Yimeng Wang, Yu Chen +2
Explainable AI (XAI) in high-stakes domains should help stakeholders trust and verify system outputs. Yet Chain-of-Thought methods reason before concluding, and logical gaps or hal…
hep-lat2025
Accelerating multigrid with streaming chiral SVD for Wilson fermions in lattice QCD
Travis Whyte, Andreas Stathopoulos, Eloy Romero
A modification to the setup algorithm for the multigrid preconditioner of Wilson fermions in lattice QCD is presented. A larger basis of test vectors than that used in conventional…
hep-lat2025
Chiral rank- truncations for the multigrid preconditioner of Wilson fermions in lattice QCD
Travis Whyte, Andreas Stathopoulos, Eloy Romero
We present a modification to the setup algorithm for the multigrid preconditioner of Wilson fermions in lattice QCD. A larger number of test vectors than that used in conventional…